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researcher

Manuele Leonelli

48 papers hereh-index 13471 citations63 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author6
  • first author15
  • middle author10
  • last author17

Across the 48 of 48 papers where every author was matched, so the position is known.

fields
  • stat.ME12
  • cs.AI10
  • stat.AP9
  • stat.ML8
  • math.ST3
  • cs.CY2

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedYou Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks

10 citations · 58 across the 46 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

cs.AI2015★ 6 cited

Sensitivity analysis, multilinearity and beyond

Manuele Leonelli, Christiane Görgen, Jim Q. Smith

Sensitivity methods for the analysis of the outputs of discrete Bayesian networks have been extensively studied and implemented in different software packages. These methods usuall…

stat.ME2015★ 10 cited

Coherent Frameworks for Statistical Inference serving Integrating Decision Support Systems

Jim Q. Smith, Martine J. Barons, Manuele Leonelli

A subjective expected utility policy making centre, managing complex, dynamic systems, needs to draw on the expertise of a variety of disparate panels of experts and integrate this…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.